Next-item prediction on KuaiSAR
0.4886NDCG@10PRISM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PRISMPM=DCN, RM=HEM2026.05 | 0.4886 | — | — | 0.8769 | 0.6334 | 0.3429 | |
| PRISMPM=DCN, RM=QEM2026.05 | 0.487 | — | — | 0.8751 | 0.6312 | 0.3442 | |
| PRISMPM=DCN, RM=DSSM2026.05 | 0.4862 | — | — | 0.8756 | 0.6308 | 0.3433 | |
| DRPPM=DCN, RM=HEM2026.05 | 0.4828 | — | — | 0.8748 | 0.629 | 0.3441 | |
| DCMTPM=DCN, RM=QEM2026.05 | 0.4822 | — | — | 0.8738 | 0.6261 | 0.3441 | |
| PRINTPM=DCN, RM=HEM2026.05 | 0.4821 | — | — | 0.8741 | 0.6259 | 0.3443 | |
| DRPPM=DCN, RM=DSSM2026.05 | 0.4815 | — | — | 0.8743 | 0.6276 | 0.3439 | |
| DRPPM=DCN, RM=QEM2026.05 | 0.4814 | — | — | 0.8737 | 0.6295 | 0.3439 | |
| BasePM=DCN, RM=HEM2026.05 | 0.4813 | — | — | 0.8736 | 0.628 | 0.344 | |
| DCMTPM=DCN, RM=HEM2026.05 | 0.4813 | — | — | 0.8736 | 0.6268 | 0.3442 | |
| NISEPM=DCN, RM=HEM2026.05 | 0.4812 | — | — | 0.8736 | 0.6281 | 0.344 | |
| CLKPM=DCN, RM=HEM2026.05 | 0.4811 | — | — | 0.8728 | 0.6283 | 0.3439 | |
| NISEPM=DCN, RM=DSSM2026.05 | 0.4806 | — | — | 0.8748 | 0.6252 | 0.3448 | |
| BasePM=DCN, RM=DSSM2026.05 | 0.4806 | — | — | 0.8747 | 0.6252 | 0.3449 | |
| PRINTPM=DCN, RM=QEM2026.05 | 0.4806 | — | — | 0.873 | 0.6266 | 0.3441 | |
| CLKPM=DCN, RM=DSSM2026.05 | 0.4806 | — | — | 0.875 | 0.6251 | 0.3448 | |
| BasePM=DCN, RM=QEM2026.05 | 0.4801 | — | — | 0.8723 | 0.6267 | 0.3443 | |
| NISEPM=DCN, RM=QEM2026.05 | 0.4801 | — | — | 0.8727 | 0.6268 | 0.3443 | |
| CLKPM=DCN, RM=QEM2026.05 | 0.4801 | — | — | 0.873 | 0.6267 | 0.3443 | |
| PRINTPM=DCN, RM=DSSM2026.05 | 0.4799 | — | — | 0.8728 | 0.6222 | 0.3448 | |
| BasePM=None, RM=QEM2026.05 | 0.4778 | — | — | 0.8709 | 0.584 | 0.3523 | |
| BasePM=None, RM=HEM2026.05 | 0.4772 | — | — | 0.8722 | 0.6219 | 0.3448 | |
| BasePM=None, RM=DSSM2026.05 | 0.4754 | — | — | 0.8716 | 0.5766 | 0.361 | |
| BLADE2025.12 | 0.0187 | 0.0135 | 0.0218 | 0.038 | — | — | |
| EIDP2025.12 | 0.0169 | 0.0122 | 0.0184 | 0.0331 | — | — | |
| SASRec2025.12 | 0.0159 | 0.0115 | 0.018 | 0.032 | — | — | |
| MBHT2025.12 | 0.0151 | 0.011 | 0.0181 | 0.0312 | — | — | |
| CL4SRec2025.12 | 0.0132 | 0.0096 | 0.016 | 0.0276 | — | — | |
| MB-STR2025.12 | 0.0109 | 0.0077 | 0.0131 | 0.0228 | — | — | |
| DyMuS+2025.12 | 0.0036 | 0.0024 | 0.0045 | 0.0081 | — | — | |
| DyMuS2025.12 | 0.003 | 0.002 | 0.0039 | 0.0073 | — | — |